PHYSICIST TURNED DATA SCIENTIST

Miguel Angel
Cortés Ortiz

Transforming complex data into actionable business insights through advanced analytics, machine learning, and strategic intelligence.

2+
Years Experience
10K+
Observations Analyzed
40%
Efficiency Improvement

Versatile Expertise

Bridging technical depth with business impact across data science, analytics, and intelligence

Data Science & ML

Advanced algorithms and predictive modeling for intelligent solutions

Python (Pandas, NumPy, Scikit-learn)
Machine Learning (Regression, Classification)
Predictive Analytics & Forecasting
Statistical Modeling

Business Intelligence

Transforming data into strategic insights and actionable dashboards

Power BI (Dashboards, DAX, KPIs)
SQL (Complex Queries, ETL)
Tableau & Data Visualization
Excel (VBA, Advanced Analytics)

Scientific Rigor

Physics-trained precision in experimental design and validation

Hypothesis Testing & A/B Testing
Experimental Design
Statistical Analysis
Data Quality Validation

Featured Projects

Real-world applications demonstrating technical depth and measurable business impact

Large-Scale Data Analysis Platform

Python • SQL

Conducted comprehensive analysis of 10,000+ observations using advanced statistical methods and machine learning techniques. Built automated data pipelines for extraction, cleaning, and transformation.

Business Impact:

Enabled data-driven decision-making across multiple research initiatives

Pandas NumPy Scikit-learn Statistical Testing

Automated Data Pipeline System

Python • ETL

Designed and implemented end-to-end automated workflows using Python scripting and SQL. Integrated rigorous data quality validation protocols throughout the pipeline.

Business Impact:

40% Efficiency Increase - Reduced manual processing time dramatically

Python Scripting SQL Data Quality Automation

Interactive BI Dashboard Suite

Power BI • DAX

Created comprehensive KPI tracking systems and interactive dashboards using Power BI. Developed custom DAX measures for advanced analytics and performance monitoring.

Business Impact:

Enhanced decision-making through real-time performance insights

Power BI DAX KPI Tracking Dashboards

Predictive Forecasting Engine

ML • Statistics

Developed machine learning models for time series forecasting using regression algorithms and statistical validation. Implemented feature engineering and model optimization techniques.

Business Impact:

Improved strategic planning through accurate trend predictions

Regression Analysis Time Series Model Validation Optimization

Professional Journey

From physics research to data-driven business solutions

Aug 2023 - Oct 2025
Cinvestav

Data Analyst & Quantitative Researcher

Conducted comprehensive data analysis, developed automated pipelines, and created interactive dashboards. Applied machine learning and statistical methods to extract actionable insights from complex datasets.

Apr 2025 - Jul 2025
Cinvestav

Teaching & Knowledge Transfer Specialist

Facilitated workshops for 30+ professionals, developed training materials, and communicated complex analytical concepts to diverse audiences. Enhanced team capabilities through effective knowledge transfer.

Apr 2024 - Oct 2024
Universidad Autónoma Metropolitana

Data Analysis Content Developer

Created data visualizations and analytical materials for 200+ stakeholders. Implemented quality control processes ensuring accuracy and reliability of analytical outputs.

EDUCATION
2023 - 2025
Cinvestav

Master of Science in Physics

Specialization: Quantum Optics, Statistical Methods, Experimental Design

National Scholarship for Academic Excellence (CONAHCYT)
2018 - 2023
Universidad Autónoma Metropolitana

Bachelor of Science in Physics

Focus: Quantitative Methods, Statistical Analysis, Mathematical Modeling

Graduated with Honors (Summa Cum Laude)

Let's Connect

I'm actively seeking opportunities in Data Science, Business Intelligence, and Analytics. Let's discuss how I can drive value for your organization.

Based in Mexico City, Mexico • Open to remote opportunities